I am using this library with Raspberry pi 3 with Raspbian and Adafruit I2S mems microphone. I am able to work i2s mic with raspberry pi and it is working working perfectly for normal recording, but while using Speech_Recognition with Google Speech Cloud API it was not working so, I did some Trickery and it is working perfect with microphone_recognition.py.
The trick I used is in
microphone_recognition.py
r = sr.Recognizer()
with sr.Microphone(device_index = 2, sample_rate = 48000) as source:
print("Say something!")
audio = r.record(source, duration = 5)
speech_recognition/__init__.py
self.device_index = device_index
self.format = self.pyaudio_module.paInt32
and it worked perfectly output
ALSA lib pcm.c:2495:(snd_pcm_open_noupdate) Unknown PCM bluealsa connect(2) call to /tmp/jack-1000/default/jack_0 failed (err=No such file or directory) attempt to connect to server failed Say something! Google Cloud Speech thinks you said hello
But while trying background_listening.py
import time
import speech_recognition as sr
# this is called from the background thread
def callback(recognizer, audio):
GOOGLE_KEY= r"""{ MY KEY }"""
# received audio data, now we'll recognize it using Google Speech Recognition
try:
print("Google Speech Recognition thinks you said " + recognizer.recognize_google_cloud(audio, credentials_json=GOOGLE_KEY))
except sr.UnknownValueError:
print("Google Speech Recognition could not understand audio")
except sr.RequestError as e:
print("Could not request results from Google Speech Recognition service; {0}".format(e))
r = sr.Recognizer()
with sr.Microphone(device_index=2, sample_rate = 48000) as source:
r.adjust_for_ambient_noise(source) # we only need to calibrate once, before we start listening
# start listening in the background (note that we don't have to do this inside a `with` statement)
stop_listening = r.listen_in_background(source, callback)
# `stop_listening` is now a function that, when called, stops background listening
# do some unrelated computations for 5 seconds
for _ in range(50): time.sleep(0.1) # we're still listening even though the main thread is doing other things
# calling this function requests that the background listener stop listening
stop_listening(wait_for_stop=False)
# do some more unrelated things
while True: time.sleep(0.1)
ALSA lib pcm.c:2495:(snd_pcm_open_noupdate) Unknown PCM bluealsa connect(2) call to /tmp/jack-1000/default/jack_0 failed (err=No such file or directory) attempt to connect to server failed
I am using the same settings of speech_recognition/init. Not giving the output.
Addition to the question after debugging
I stay in the loop given below and don't go forward and dont get to call the callback(recognizer, audio) I am using ### init.py self.format = self.pyaudio_module.paInt32 and the belove code is also from the same.
Some debugging -
print(format(energy))
print(format(self.energy_threshold))
if energy > self.energy_threshold:
print("inside energy")
print(format(energy))
print(format(self.energy_threshold))
break
# dynamically adjust the energy threshold using asymmetric weighted average
if self.dynamic_energy_threshold:
print(" inside dynamic_energy_threshold")
damping = self.dynamic_energy_adjustment_damping ** seconds_per_buffer
target_energy = energy * self.dynamic_energy_ratio
self.energy_threshold = self.energy_threshold * damping + target_energy * (1 - damping)
print(format(self.energy_threshold))
print("end dynamic_energy_threshold")
102982050 117976102.818 - Beginng and always high so never gone break this loop, Even after speaking, inside dynamic_energy_threshold 119548935.608 end dynamic_energy_threshold inside listen -6.1.1 97861662 119548935.608 inside dynamic_energy_threshold 120722993.56 end dynamic_energy_threshold inside listen -6.1.1 84062664 120722993.56
Here I tried equalling energy and trishold energy and break the loop.
print(format(energy))
print(format(self.energy_threshold))
**self.energy_threshold = float(energy)**
if energy >= self.energy_threshold:
**print("inside energy")**
print(format(energy))
print(format(self.energy_threshold))
break
Output
105836705 116487614.952 = This is the Energy threshold Which is always High. and continue looping inside energy 105836705 105836705.0
